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‎.env.example

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RPC_URL=https://rpc.rechain.network
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PRIVATE_KEY=your_private_key
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ORACLE_PROVIDER=katya
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MAX_RISK=0.05
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STRATEGY=pyth_balancer

‎api-doc.md

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# API (if exposed)
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This agent may expose metrics for monitoring:
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## GET /metrics/status
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Returns operational status of the agent
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## GET /metrics/positions
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Returns current position exposure breakdown
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## GET /metrics/performance
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Returns historical performance and PnL summary
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## POST /admin/trigger-rebalance
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Manually trigger rebalance (auth required)

‎wiki.md

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# 🤖 REChain ® Autonomous Agent for Pythagorean Perpetual Futures — Wiki
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Welcome to the wiki for the **Autonomous Agent for Pythagorean Perpetual Futures (pyth-)**, part of the REChain Network Solutions stack.
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This smart agent autonomously trades and balances **perpetual derivatives** using a **Pythagorean-styled mathematical model**, which maintains risk equilibrium through geometric positioning of long/short and margin scaling.
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---
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## 📌 Purpose
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The `pyth-` agent:
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- Tracks perpetual markets (price, volatility, funding)
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- Calculates geometrically optimal entry/exit
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- Self-adjusts position sizing based on risk distribution
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- Integrates with decentralized oracles (e.g. Katya-Oracle, Pyth, REChain-native)
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- Deploys trades through smart contract interfaces or relayers
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---
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## 🧠 Architecture
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```
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Autonomous-Agent-pyth-/
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├── models/ # Pythagorean logic, geometric balance algorithms
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├── strategies/ # Trade entry/exit strategies
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├── oracles/ # Oracle data ingestion layer
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├── relayers/ # Blockchain execution adapters
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├── state/ # Position memory, exposure logs
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├── agents/ # Main loop: strategy selection + execution
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├── tests/ # Unit tests
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└── README.md
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```
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---
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## 🧮 Pythagorean Engine
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The core model works by assuming:
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- Each side of the triangle (long, short, neutral) represents a risk exposure vector.
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- The hypotenuse represents total position risk.
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- The agent calculates exposure adjustments so that `long² + short² = total²`.
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This creates a self-balancing leverage system for derivatives.
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---
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## 🛠 Capabilities
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| Function | Description |
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|-----------------------------|---------------------------------------------------------------|
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| 📊 Market Monitoring | Live monitoring of perpetual futures |
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| 📐 Position Rebalancing | Adjusts positions geometrically based on Pythagorean logic |
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| 🔁 Strategy Switching | Switches strategy based on market conditions (volatility, funding) |
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| ⚖ Risk Control | Caps risk through risk score engine |
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| 🧠 Oracle Integration | Uses real-time price feeds via Katya oracles or external APIs |
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| 🔗 Smart Contract Execution | Directly interacts with DeFi protocols or on-chain contracts |
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---
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## ⚙️ Configuration
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### `.env.example`
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```dotenv
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RPC_URL=https://rpc.rechain.network
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PRIVATE_KEY=your_private_key
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ORACLE_PROVIDER=katya
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MAX_RISK=0.05
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STRATEGY=pyth_balancer
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```
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---
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## 🚀 Running the Agent
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```bash
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git clone https://github.com/REChain-Network-Solutions/Autonomous-Agent-for-Pythagorean-perpetual-futures-pyth-.git
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cd Autonomous-Agent-for-Pythagorean-perpetual-futures-pyth-
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npm install # or pip install -r requirements.txt
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npm start # or python main.py
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```
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---
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## 📡 Oracle Layer
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Supports:
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- [Katya ® Oracles](https://github.com/sorydima/Katya-.git)
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- Pyth Network (via adapter)
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- Chainlink or custom REChain oracles
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---
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## 🔐 Security and Autonomy
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- Private key stored securely (never exposed to logs)
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- Rate limiting for market entries
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- Automated fallback and shutdown if oracle fails
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---
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## 🧩 Integrations
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| System | Use Case |
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|----------------------|----------------------------------|
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| dChange DeFi | Trade execution |
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| REChain Perp DEX | Order routing |
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| PerpStats | Data visualization |
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| Katya OS | Autonomous environment execution |
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---
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## 🔮 Future Features
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- [ ] zkML module for private trade decisioning
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- [ ] Real-time swarm coordination with other agents
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- [ ] Multi-agent reinforcement learning
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- [ ] Web3 front-end for agent management
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---
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## 🤝 Contribute
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We're building a new standard for **autonomous DeFi trading** on top of **mathematical rigor** and **open-source ethics**.
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Join us:
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- [Telegram](https://t.me/REChainDAO)
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- [Discord](https://discord.gg/rechain)
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- [GitHub Issues](https://github.com/REChain-Network-Solutions/Autonomous-Agent-for-Pythagorean-perpetual-futures-pyth-/issues)

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